Built and designed highly optimised full-stack systems for financial providers.Was involved in Mpesa integrations into financial platforms.Built data pipelines and dashboards to report system usage and customer feedback.

Combating Illegal Deforestation in RomaniaDeveloped and implemented machine learning algorithms for vision-based volume estimation of wood in transit, enhancing the accuracy of illegal logging detection.Designed a robust licence plate recognition system to identify vehicles involved in illegal logging activities, improving law enforcement response times.Collaborated with a multidisciplinary team to refine data preprocessing and model training techniques, resulting in a 20% increase in detection accuracy.Conducted exploratory data analysis to identify trends and patterns in deforestation, providing actionable insights for stakeholders and policy makers.Contributed to the development of a user-friendly dashboard for visualising real-time data, facilitating easier monitoring and reporting of illegal logging incidents.

Defined software specification from user requirements reducing design and development time. Developed and optimized a service layer method to automate the logging of session experiences in the application backend, enhancing data capture accuracy and user insights. Collaborated closely with cross-functional teams to analyze performance bottlenecks, identify areas for improvement, and implement strategic enhancements by integrations and application testing with JUnit and Mockito improving response time. Documented the implementation process, providing clear guidelines for future maintenance and troubleshooting.